Alberto Huertas Celdran

Alberto Huertas Celdran

Universität Zürich

H-index: 22

Europe-Switzerland

About Alberto Huertas Celdran

Alberto Huertas Celdran, With an exceptional h-index of 22 and a recent h-index of 22 (since 2020), a distinguished researcher at Universität Zürich, specializes in the field of Cybersecurity, Brain-Computer Interfaces, Federated Learning, Trusted AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Impact of neural cyberattacks on a realistic neuronal topology from the primary visual cortex of mice

FEVER: Intelligent Behavioral Fingerprinting for Anomaly Detection in P4-Based Programmable Networks

Studying Drowsiness Detection Performance While Driving Through Scalable Machine Learning Models Using Electroencephalography

Federatedtrust: A solution for trustworthy federated learning

Adversarial attacks and defenses on ML-and hardware-based IoT device fingerprinting and identification

Data fusion in neuromarketing: Multimodal analysis of biosignals, lifecycle stages, current advances, datasets, trends, and challenges

Single-board device individual authentication based on hardware performance and autoencoder transformer models

GuardFS: a File System for Integrated Detection and Mitigation of Linux-based Ransomware

Alberto Huertas Celdran Information

University

Position

___

Citations(all)

1779

Citations(since 2020)

1668

Cited By

419

hIndex(all)

22

hIndex(since 2020)

22

i10Index(all)

43

i10Index(since 2020)

43

Email

University Profile Page

Universität Zürich

Google Scholar

View Google Scholar Profile

Alberto Huertas Celdran Skills & Research Interests

Cybersecurity

Brain-Computer Interfaces

Federated Learning

Trusted AI

Top articles of Alberto Huertas Celdran

Title

Journal

Author(s)

Publication Date

Impact of neural cyberattacks on a realistic neuronal topology from the primary visual cortex of mice

Wireless Networks

Victoria Magdalena López Madejska

Sergio López Bernal

Gregorio Martínez Pérez

Alberto Huertas Celdrán

2024/1/25

FEVER: Intelligent Behavioral Fingerprinting for Anomaly Detection in P4-Based Programmable Networks

Matheus Saueressig

Muriel Figueredo Franco

Eder J Scheid

Alberto Huertas

Gerome Bovet

...

2024/4/10

Studying Drowsiness Detection Performance While Driving Through Scalable Machine Learning Models Using Electroencephalography

arXiv preprint arXiv:2209.04048

José Manuel Hidalgo Rogel

Enrique Tomás Martínez Beltrán

Mario Quiles Pérez

Sergio López Bernal

Gregorio Martínez Pérez

...

2022/9/8

Federatedtrust: A solution for trustworthy federated learning

Future Generation Computer Systems

Pedro Miguel Sánchez Sánchez

Alberto Huertas Celdrán

Ning Xie

Gérôme Bovet

Gregorio Martínez Pérez

...

2024/3/1

Adversarial attacks and defenses on ML-and hardware-based IoT device fingerprinting and identification

Future Generation Computer Systems

Pedro Miguel Sánchez Sánchez

Alberto Huertas Celdrán

Gérôme Bovet

Gregorio Martínez Pérez

2024/3/1

Data fusion in neuromarketing: Multimodal analysis of biosignals, lifecycle stages, current advances, datasets, trends, and challenges

Mario Quiles Pérez

Enrique Tomás Martínez Beltrán

Sergio López Bernal

Eduardo Horna Prat

Luis Montesano Del Campo

...

2024/1/5

Single-board device individual authentication based on hardware performance and autoencoder transformer models

Computers & Security

Pedro Miguel Sánchez Sánchez

Alberto Huertas Celdrán

Gérôme Bovet

Gregorio Martínez Pérez

2024/2/1

GuardFS: a File System for Integrated Detection and Mitigation of Linux-based Ransomware

arXiv preprint arXiv:2401.17917

Jan von der Assen

Chao Feng

Alberto Huertas Celdrán

Róbert Oleš

Gérôme Bovet

...

2024/1/31

Fedstellar: A platform for decentralized federated learning

Expert Systems with Applications

Enrique Tomás Martínez Beltrán

Ángel Luis Perales Gómez

Chao Feng

Pedro Miguel Sánchez Sánchez

Sergio López Bernal

...

2024/5/15

Stealth Spectrum Sensing Data Falsification Attacks Affecting IoT Spectrum Monitors on the Battlefield

Pedro Miguel Sánchez Sánchez

Enrique Tomás Martínez Beltrán

Alberto Huertas Celdrán

Robin Wassink

Gérôme Bovet

...

2023/10/30

VAASI: Crafting valid and abnormal adversarial samples for anomaly detection systems in industrial scenarios

Journal of Information Security and Applications

Angel Luis Perales Gómez

Lorenzo Fernández Maimó

Alberto Huertas Celdrán

Félix J García Clemente

2023/12/1

A review of “toward pre-standardization of reputationbased trust models beyond 5g”,”

José María Jorquera Valero

Pedro Miguel Sánchez Sánchez

Manuel Gil Pérez

Alberto Huertas Celdrán

Gregorio Martínez Pérez

2023

SUSAN: A Deep Learning based anomaly detection framework for sustainable industry

Sustainable Computing: Informatics and Systems

Ángel Luis Perales Gómez

Lorenzo Fernández Maimó

Alberto Huertas Celdrán

Félix J García Clemente

2023/1/1

Cyberspec: Behavioral fingerprinting for intelligent attacks detection on crowdsensing spectrum sensors

IEEE Transactions on Dependable and Secure Computing

Alberto Huertas Celdrán

Pedro Miguel Sánchez Sánchez

Gérôme Bovet

Gregorio Martínez Pérez

Burkhard Stiller

2023/3/6

A lightweight moving target defense framework for multi-purpose malware affecting IoT devices

Jan Von der Assen

Alberto Huertas Celdrán

Pedro M Sánchez Sánchez

Jordan Cedeño

Gérôme Bovet

...

2023/5/28

Voyager: MTD-Based Aggregation Protocol for Mitigating Poisoning Attacks on DFL

arXiv preprint arXiv:2310.08739

Chao Feng

Alberto Huertas Celdran

Michael Vuong

Gerome Bovet

Burkhard Stiller

2023/10/12

TemporalFED: detecting cyberattacks in industrial time-series data using decentralized federated learning

arXiv e-prints

Ángel Luis Perales Gómez

Enrique Tomás Martínez Beltrán

Pedro Miguel Sánchez Sánchez

Alberto Huertas Celdrán

2023/8

Mitigating Communications Threats in Decentralized Federated Learning through Moving Target Defense

Wireless Networks

Enrique Tomás Martínez Beltrán

Pedro Miguel Sánchez Sánchez

Sergio López Bernal

Gérôme Bovet

Manuel Gil Pérez

...

2024/1/28

Evaluation of Data Processing and Machine Learning Techniques in P300-based Authentication using Brain-Computer Interfaces

arXiv preprint arXiv:2311.05270

Eduardo López Bernal

Sergio López Bernal

Gregorio Martínez Pérez

Alberto Huertas Celdrán

2023/11/9

Framework Seguro para Entrenar Modelos de Inteligencia Artificial Federados y Descentralizados

Enrique Tomás Martínez Beltrán

Pedro Miguel Sánchez Sánchez

Sergio López Bernal

Gérôme Bovet

Manuel Gil Pérez

...

2023

See List of Professors in Alberto Huertas Celdran University(Universität Zürich)

Co-Authors

H-index: 36
Gregorio Martinez Perez

Gregorio Martinez Perez

Universidad de Murcia

H-index: 27
Félix Gómez Mármol

Félix Gómez Mármol

Universidad de Murcia

H-index: 23
Manuel Gil Pérez

Manuel Gil Pérez

Universidad de Murcia

H-index: 22
Felix J. Garcia Clemente

Felix J. Garcia Clemente

Universidad de Murcia

H-index: 13
Pantaleone Nespoli

Pantaleone Nespoli

Universidad de Murcia

H-index: 13
Lorenzo Fernández Maimó

Lorenzo Fernández Maimó

Universidad de Murcia

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